Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900013309

The MH-36 locality cells most similar to this Pune cell across terrain, built form, land cover, climate dynamics and connectivity — ranked by a GUM-confidence-weighted (R24) distance, with the temporal block down-weighted. Each twin is a real cell with its own witnessed dossier.

Twins found

across 4 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.261

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900013369

distance 0.261

#2 · Sataracell 4940008066

distance 0.284 · cross-district

#3 · Punecell 4900013076

distance 0.288

#4 · Punecell 4900013275

distance 0.291

#5 · Punecell 4900013380

distance 0.3

#6 · Punecell 4900000764

distance 0.331

#7 · Punecell 4900013278

distance 0.331

#8 · Punecell 4900013371

distance 0.336

#9 · Punecell 4900013387

distance 0.338

#10 · Ahmednagarcell 4660009320

distance 0.344 · cross-district

#11 · Nashikcell 4870000216

distance 0.345 · cross-district

#12 · Nashikcell 4870000217

distance 0.347 · cross-district

#13 · Sataracell 4940008464

distance 0.35 · cross-district

#14 · Sataracell 4940008624

distance 0.354 · cross-district

#15 · Sataracell 4940007234

distance 0.354 · cross-district

#16 · Ahmednagarcell 4660006707

distance 0.355 · cross-district

#17 · Sataracell 4940007127

distance 0.355 · cross-district

#18 · Nashikcell 4870008487

distance 0.366 · cross-district

witness: find_twins — morphology-twin-index-v2 (R24, GUM-confidence-weighted, magnitude-aware, temporal block down-weighted). Distance is the weighted feature distance; lower is more alike. Cross-district twins are the discriminative signal.

Re-witness these twins

curl -s https://api.gridrock.ai/mcp -H 'Content-Type: application/json' \
  -H 'Accept: application/json, text/event-stream' \
  -d '{"jsonrpc":"2.0","id":1,"method":"tools/call","params":{"name":"find_twins",
       "arguments":{"admin_code":490,"cluster_id":4900013309}}}'

Machine-readable JSON twin →Full dossier →

Scope: the live MH-36 cube. Twins are computed from the sha-verified morphology-v2 vector; the engine supplies no goodness/suitability ranking — only morphological similarity.